Problem identification for structural test generation: first step towards cooperative developer testing. - Xusheng Xiao (ICSE, 2011)

Precise identification of problems for structural test generation. - Xusheng Xiao; Tao Xie 001; Nikolai Tillmann; Jonathan de Halleux (ICSE, 2011)

Covana: precise identification of problems in pex. - Xusheng Xiao; Tao Xie 001; Nikolai Tillmann; Jonathan de Halleux (ICSE, 2011)

Inferring method specifications from natural language API descriptions. - Rahul Pandita; Xusheng Xiao; Hao Zhong 001; Tao Xie 001; Stephen Oney; Amit M. Paradkar (ICSE, 2012)

User-aware privacy control via extended static-information-flow analysis. - Xusheng Xiao; Nikolai Tillmann; Manuel Fähndrich; Jonathan de Halleux; Michal Moskal (ASE, 2012)

Automated extraction of security policies from natural-language software documents. - Xusheng Xiao; Amit M. Paradkar; Suresh Thummalapenta; Tao Xie 001 (SIGSOFT FSE, 2012)

Advances on Improving Automation in Developer Testing. - Xusheng Xiao; Suresh Thummalapenta; Tao Xie 001 (Adv. Comput., 2012)

Context-sensitive delta inference for identifying workload-dependent performance bottlenecks. - Xusheng Xiao; Shi Han; Dongmei Zhang 001; Tao Xie 001 (ISSTA, 2013)

Characteristic studies of loop problems for structural test generation via symbolic execution. - Xusheng Xiao; Sihan Li; Tao Xie 001; Nikolai Tillmann (ASE, 2013)

WHYPER: Towards Automating Risk Assessment of Mobile Applications. - Rahul Pandita; Xusheng Xiao; Wei Yang 013; William Enck; Tao Xie 001 (USENIX Security Symposium, 2013)

Relation extraction for inferring access control rules from natural language artifacts. - John Slankas; Xusheng Xiao; Laurie A. Williams; Tao Xie 001 (ACSAC, 2014)

Improving mobile application security via bridging user expectations and application behaviors. - Wei Yang 013; Xusheng Xiao; Rahul Pandita; William Enck; Tao Xie 001 (HotSoS, 2014)

Context-sensitive delta inference for identifying workload-dependent performance bottlenecks (invited talk abstract). - Xusheng Xiao (WODA+PERTEA@ISSTA, 2014)

ARC++: effective typestate and lifetime dependency analysis. - Xusheng Xiao; Gogul Balakrishnan; Franjo Ivancic; Naoto Maeda; Aarti Gupta; Deepak Chhetri (ISSTA, 2014)

Cooperative Software Testing and Analysis: Advances and Challenges. - Tao Xie 001; Lu Zhang 023; Xusheng Xiao; Yingfei Xiong 001; Dan Hao 001 (J. Comput. Sci. Technol., 2014)

AppContext: Differentiating Malicious and Benign Mobile App Behaviors Using Context. - Wei Yang 013; Xusheng Xiao; Benjamin Andow; Sihan Li; Tao Xie 001; William Enck (ICSE (1), 2015)

SUPOR: Precise and Scalable Sensitive User Input Detection for Android Apps. - Jianjun Huang 001; Zhichun Li; Xusheng Xiao; Zhenyu Wu 003; Kangjie Lu; Xiangyu Zhang 001; Guofei Jiang (USENIX Security Symposium, 2015)

User-aware privacy control via extended static-information-flow analysis. - Xusheng Xiao; Nikolai Tillmann; Manuel Fähndrich; Jonathan de Halleux; Michal Moskal; Tao Xie 001 (Autom. Softw. Eng., 2015)

Behavior Query Discovery in System-Generated Temporal Graphs. - Bo Zong; Xusheng Xiao; Zhichun Li; Zhenyu Wu 003; Zhiyun Qian; Xifeng Yan; Ambuj K. Singh; Guofei Jiang (Proc. VLDB Endow., 2015)

High Fidelity Data Reduction for Big Data Security Dependency Analyses. - Zhang Xu; Zhenyu Wu 003; Zhichun Li; Kangkook Jee; Junghwan Rhee; Xusheng Xiao; Fengyuan Xu; Haining Wang 001; Guofei Jiang (CCS, 2016)

Measuring code behavioral similarity for programming and software engineering education. - Sihan Li; Xusheng Xiao; Blake Bassett; Tao Xie 001; Nikolai Tillmann (ICSE (Companion Volume), 2016)

High-confidence software evolution. - Qing Gao; Jun Li; Yingfei Xiong 001; Dan Hao 001; Xusheng Xiao; Kunal Taneja; Lu Zhang 023; Tao Xie 001 (Sci. China Inf. Sci., 2016)

Roundtable: Research Opportunities and Challenges for Large-Scale Software Systems. - Xusheng Xiao; Jian-Guang Lou; Shan Lu 001; David C. Shepherd; Xin Peng 001; Qianxiang Wang (J. Comput. Sci. Technol., 2016)

An energy-efficient offloading framework with predictable temporal correctness. - Zheng Dong 002; Yuchuan Liu; Husheng Zhou; Xusheng Xiao; Yu Gu 001; Lingming Zhang 001; Cong Liu 005 (SEC, 2017)

RunDroid: recovering execution call graphs for Android applications. - Yujie Yuan; Lihua Xu; Xusheng Xiao; Andy Podgurski; Huibiao Zhu (ESEC/SIGSOFT FSE, 2017)

NodeMerge: Template Based Efficient Data Reduction For Big-Data Causality Analysis. - Yutao Tang; Ding Li 001; Zhichun Li; Mu Zhang 001; Kangkook Jee; Xusheng Xiao; Zhenyu Wu 003; Junghwan Rhee; Fengyuan Xu; Qun Li 001 (CCS, 2018)

PreInfer: Automatic Inference of Preconditions via Symbolic Analysis. - Angello Astorga; Siwakorn Srisakaokul; Xusheng Xiao; Tao Xie 001 (DSN, 2018)

An Effective Approach for Routing the Bug Reports to the Right Fixers. - Shengqu Xi; Yuan Yao 001; Xusheng Xiao; Feng Xu 007; Jian Lu 001 (Internetware, 2018)

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (USENIX ATC, 2018)

SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection. - Peng Gao 008; Xusheng Xiao; Ding Li 001; Zhichun Li; Kangkook Jee; Zhenyu Wu 003; Chung Hwan Kim; Sanjeev R. Kulkarni; Prateek Mittal (USENIX Security Symposium, 2018)

Visualizing Path Exploration to Assist Problem Diagnosis for Structural Test Generation. - Jiayi Cao; Angello Astorga; Siwakorn Srisakaokul; Zhengkai Wu; Xueqing Liu 001; Xusheng Xiao; Tao Xie 001 (VL/HCC, 2018)

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Kangkook Jee; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (CoRR, 2018)

A Query Tool for Efficiently Investigating Risky Software Behaviors. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Kangkook Jee; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (CoRR, 2018)

Are vulnerabilities discovered and resolved like other defects? - Patrick Morrison; Rahul Pandita; Xusheng Xiao; Ram Chillarege; Laurie A. Williams (Empir. Softw. Eng., 2018)

Progressive processing of system-behavioral query. - Jiaping Gui; Xusheng Xiao; Ding Li 001; Chung Hwan Kim; Haifeng Chen (ACSAC, 2019)

DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps. - Shengqu Xi; Shao Yang; Xusheng Xiao; Yuan Yao 001; Yayuan Xiong; Fengyuan Xu; Haoyu Wang 001; Peng Gao 008; Zhuotao Liu; Feng Xu 007; Jian Lu 001 (CCS, 2019)

IconIntent: automatic identification of sensitive UI widgets based on icon classification for Android apps. - Xusheng Xiao; Xiaoyin Wang; Zhihao Cao; Hanlin Wang; Peng Gao 008 (ICSE, 2019)

Root Cause Localization for Unreproducible Builds via Causality Analysis Over System Call Tracing. - Zhilei Ren; Changlin Liu; Xusheng Xiao; He Jiang 001; Tao Xie 001 (ASE, 2019)

Characterizing Android App Signing Issues. - Haoyu Wang 001; Hongxuan Liu; Xusheng Xiao; Guozhu Meng; Yao Guo 001 (ASE, 2019)

An Image-Inspired and CNN-Based Android Malware Detection Approach. - Xusheng Xiao (ASE, 2019)

PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing. - Xia Zhang 001; Xusheng Xiao; Liang He 002; Yun Ma 002; Yangyang Huang; Xuanzhe Liu; Wenyao Xu; Cong Liu 005 (RTAS, 2019)

Paladin: Automated Generation of Reproducible Test Cases for Android Apps. - Yun Ma 002; Yangyang Huang; Ziniu Hu; Xusheng Xiao; Xuanzhe Liu (HotMobile, 2019)

A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security. - Peng Gao 008; Xusheng Xiao; Ding Li 001; Zhichun Li; Kangkook Jee; Zhenyu Wu 003; Chung Hwan Kim; Sanjeev R. Kulkarni; Prateek Mittal (CoRR, 2019)

Bug Triaging Based on Tossing Sequence Modeling. - Shengqu Xi; Yuan Yao 001; Xusheng Xiao; Feng Xu 007; Jian Lu 001 (J. Comput. Sci. Technol., 2019)

A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Kangkook Jee; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (Proc. VLDB Endow., 2019)

Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Yanfang Ye 001; Xusheng Xiao; Pan Li 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (ICKG, 2020)

Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection. - Peng Gao 008; Xusheng Xiao; Ding Li 001; Kangkook Jee; Haifeng Chen; Sanjeev R. Kulkarni; Prateek Mittal (ICDE, 2020)

APTrace: A Responsive System for Agile Enterprise Level Causality Analysis. - Jiaping Gui; Ding Li 001; Zhengzhang Chen; Junghwan Rhee; Xusheng Xiao; Mu Zhang 001; Kangkook Jee; Zhichun Li; Haifeng Chen (ICDE, 2020)

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. - Yujie Fan; Yanfang Ye 001; Qian Peng; Jianfei Zhang 002; Yiming Zhang 002; Xusheng Xiao; Chuan Shi 001; Qi Xiong; Fudong Shao; Liang Zhao 002 (ICDM, 2020)

DroidMutator: an effective mutation analysis tool for Android applications. - Jian Liu; Xusheng Xiao; Lihua Xu; Liang Dou; Andy Podgurski (ICSE (Companion Volume), 2020)

HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. - Zhuotao Liu; Yangxi Xiang; Jian Shi; Peng Gao 008; Haoyu Wang 001; Xusheng Xiao; Bihan Wen; Yih-Chun Hu (IACR Cryptol. ePrint Arch., 2020)

A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. - Peng Gao 008; Fei Shao; Xiaoyuan Liu; Xusheng Xiao; Haoyuan Liu; Zheng Qin; Fengyuan Xu; Prateek Mittal; Sanjeev R. Kulkarni; Dawn Song (ICDE, 2021)

Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. - Peng Gao 008; Fei Shao; Xiaoyuan Liu; Xusheng Xiao; Zheng Qin; Fengyuan Xu; Prateek Mittal; Sanjeev R. Kulkarni; Dawn Song (ICDE, 2021)

CHAMP: Characterizing Undesired App Behaviors from User Comments based on Market Policies. - Yangyu Hu; Haoyu Wang 001; Tiantong Ji; Xusheng Xiao; Xiapu Luo; Peng Gao 008; Yao Guo 001 (ICSE, 2021)

WebEvo: taming web application evolution via detecting semantic structure changes. - Fei Shao; Rui Xu; Wasif Arman Haque; Jingwei Xu 004; Ying Zhang 012; Wei Yang 013; Yanfang Ye 001; Xusheng Xiao (ISSTA, 2021)

Demystifying Scam Tokens on Uniswap Decentralized Exchange. - Pengcheng Xia; Haoyu Wang 001; Bingyu Gao; Weihang Su; Zhou Yu 002; Xiapu Luo; Chao Zhang 008; Xusheng Xiao; Guoai Xu (CoRR, 2021)

Towards Robust Reasoning over Knowledge Graphs. - Zhaohan Xi; Ren Pang; Changjiang Li; Shouling Ji; Xiapu Luo; Xusheng Xiao; Ting Wang 006 (CoRR, 2021)

Trade or Trick?: Detecting and Characterizing Scam Tokens on Uniswap Decentralized Exchange. - Pengcheng Xia; Haoyu Wang 001; Bingyu Gao; Weihang Su; Zhou Yu 002; Xiapu Luo; Chao Zhang 008; Xusheng Xiao; Guoai Xu (Proc. ACM Meas. Anal. Comput. Syst., 2021)

System-Auditing, Data Analysis and Characteristics of Cyber Attacks for Big Data Systems. - Liangyi Huang; Sophia Hall; Fei Shao; Arafath Nihar; Vipin Chaudhary; Yinghui Wu 001; Roger H. French; Xusheng Xiao (CIKM, 2022)

PROMAL: Precise Window Transition Graphs for Android via Synergy of Program Analysis and Machine Learning. - Changlin Liu; Hanlin Wang; Tianming Liu 002; Diandian Gu; Yun Ma 002; Haoyu Wang 001; Xusheng Xiao (ICSE, 2022)

DescribeCtx: Context-Aware Description Synthesis for Sensitive Behaviors in Mobile Apps. - Shao Yang; Yuehan Wang; Yuan Yao 001; Haoyu Wang 001; Yanfang (Fanny) Ye; Xusheng Xiao (ICSE, 2022)

What did you pack in my app? a systematic analysis of commercial Android packers. - Zikan Dong; Hongxuan Liu; Liu Wang 002; Xiapu Luo; Yao Guo 001; Guoai Xu; Xusheng Xiao; Haoyu Wang 001 (ESEC/SIGSOFT FSE, 2022)

DEPCOMM: Graph Summarization on System Audit Logs for Attack Investigation. - Zhiqiang Xu; Pengcheng Fang; Changlin Liu; Xusheng Xiao; Yu Wen 001; Dan Meng 002 (SP, 2022)

Back-Propagating System Dependency Impact for Attack Investigation. - Pengcheng Fang; Peng Gao 008; Changlin Liu; Erman Ayday; Kangkook Jee; Ting Wang 006; Yanfang (Fanny) Ye; Zhuotao Liu; Xusheng Xiao (USENIX Security Symposium, 2022)

Lie to Me: Abusing the Mobile Content Sharing Service for Fun and Profit. - Guosheng Xu 001; Siyi Li; Hao Zhou 009; Shucen Liu; Yutian Tang; Li Li 029; Xiapu Luo; Xusheng Xiao; Guoai Xu; Haoyu Wang 001 (WWW, 2022)

Make Web3.0 Connected. - Zhuotao Liu; Yangxi Xiang; Jian Shi; Peng Gao 008; Haoyu Wang 001; Xusheng Xiao; Bihan Wen; Qi Li 002; Yih-Chun Hu (IEEE Trans. Dependable Secur. Comput., 2022)

Are we there yet? An Industrial Viewpoint on Provenance-based Endpoint Detection and Response Tools. - Feng Dong 008; Shaofei Li; Peng Jiang 007; Ding Li 001; Haoyu Wang 001; Liangyi Huang; Xusheng Xiao; Jiedong Chen; Xiapu Luo; Yao Guo 001; Xiangqun Chen (CCS, 2023)

iSyn: Semi-automated Smart Contract Synthesis from Legal Financial Agreements. - Pengcheng Fang; Zhenhua Zou; Xusheng Xiao; Zhuotao Liu (ISSTA, 2023)

Wemint:Tainting Sensitive Data Leaks in WeChat Mini-Programs. - Shi Meng; Liu Wang 002; Shenao Wang 001; Kailong Wang 001; Xusheng Xiao; Guangdong Bai; Haoyu Wang 001 (ASE, 2023)

DISTDET: A Cost-Effective Distributed Cyber Threat Detection System. - Feng Dong 008; Liu Wang 002; Xu Nie; Fei Shao; Haoyu Wang 001; Ding Li 001; Xiapu Luo; Xusheng Xiao (USENIX Security Symposium, 2023)

On the Security Risks of Knowledge Graph Reasoning. - Zhaohan Xi; Tianyu Du; Changjiang Li; Ren Pang; Shouling Ji; Xiapu Luo; Xusheng Xiao; Fenglong Ma; Ting Wang 006 (USENIX Security Symposium, 2023)

CONTRACTFIX: A Framework for Automatically Fixing Vulnerabilities in Smart Contracts. - Pengcheng Fang; Peng Gao 008; Yun Peng; Qingzhao Zhang; Tao Xie 001; Dawn Song; Prateek Mittal; Sanjeev R. Kulkarni; Zhuotao Liu; Xusheng Xiao (CoRR, 2023)

LegoDroid: flexible Android app decomposition and instant installation. - Yi Liu 014; Yun Ma 002; Xusheng Xiao; Tao Xie 001; Xuanzhe Liu (Sci. China Inf. Sci., 2023)

Towards Automatically Localizing Function Errors in Mobile Apps With User Reviews. - Le Yu 002; Haoyu Wang 001; Xiapu Luo; Tao Zhang 001; Kang Liu 001; Jiachi Chen; Hao Zhou 009; Yutian Tang; Xusheng Xiao (IEEE Trans. Software Eng., 2023)

MalCertain: Enhancing Deep Neural Network Based Android Malware Detection by Tackling Prediction Uncertainty. - Haodong Li; Guosheng Xu 001; Liu Wang 002; Xusheng Xiao; Xiapu Luo; Guoai Xu; Haoyu Wang 001 (ICSE, 2024)

VFIX: Facilitating Software Maintenance of Smart Contracts via Automatically Fixing Vulnerabilities. - Pengcheng Fang; Peng Gao 008; Yun Peng; Qingzhao Zhang; Tao Xie 001; Dawn Song; Prateek Mittal; Sanjeev R. Kulkarni; Zhuotao Liu; Xusheng Xiao (ICSME, 2024)

NODLINK: An Online System for Fine-Grained APT Attack Detection and Investigation. - Shaofei Li; Feng Dong 008; Xusheng Xiao; Haoyu Wang 001; Fei Shao; Jiedong Chen; Yao Guo 001; Xiangqun Chen; Ding Li 001 (NDSS, 2024)

Symbolic Prompt Tuning Completes the App Promotion Graph. - Zhongyu Ouyang; Chunhui Zhang; Shifu Hou; Shang Ma; Chaoran Chen; Toby Li; Xusheng Xiao; Chuxu Zhang; Yanfang Ye 001 (ECML/PKDD (10), 2024)

Careful About What App Promotion Ads Recommend! Detecting and Explaining Malware Promotion via App Promotion Graph. - Shang Ma; Chaoran Chen; Shao Yang; Shifu Hou; Toby Jia-Jun Li; Xusheng Xiao; Tao Xie 001; Yanfang Ye 001 (NDSS, 2025)

PsyScam: A Benchmark for Psychological Techniques in Real-World Scams. - Shang Ma; Tianyi Ma; Jiahao Liu; Wei Song; Zhenkai Liang; Xusheng Xiao; Yanfang Ye 001 (CoRR, 2025)

Privacy and Accuracy-Aware AI/ML Model Deduplication. - Hong Guan; Lei Yu 002; Lixi Zhou; Li Xiong 001; Kanchan Chowdhury; Lulu Xie; Xusheng Xiao; Jia Zou 001 (Proc. ACM Manag. Data, 2025)